The results of the above paper,1 concerning a simulation study of an adaptive pattern classification procedure using a mean-square error performance criterion and using an estimated Bayes rule procedure, are compared with theoretical solutions obtained by using an exact Bayes rule procedure. An inherent defect of the mean-square error criterion is also pointed out, and a comparison between a system using this criterion and two other systems is made.